Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "129"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 129 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 62 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 60 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 129, Node N10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459878 digital_ok 0.00% 0.00% 0.06% 0.00% - - 0.525062 -1.614433 -0.717426 -0.305915 -0.596575 -0.713379 -0.657542 -0.789769 0.6806 0.6957 0.3947 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.002629 -0.948245 -0.639308 -0.859632 -0.362748 0.027709 0.640394 9.764636 0.6982 0.6873 0.3991 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.740252 -1.914791 -0.642370 -0.485512 -0.897742 -0.363385 0.086081 0.234649 0.7142 0.7221 0.3999 nan nan
2459874 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.190965 -2.224897 -0.685060 -0.742953 -0.000263 -0.272611 -0.738982 -0.525348 0.7020 0.6900 0.3930 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.208611 -1.714229 1.872415 1.751466 -0.450357 -0.356769 -0.435230 0.437675 0.7031 0.6873 0.3943 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.531206 -1.502616 -0.681096 -0.340401 -1.027186 -0.794365 -0.428635 -0.675269 0.7059 0.6822 0.3970 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.652247 -2.187229 -0.712441 -0.676829 0.235866 -0.224872 -0.680734 -0.662583 0.7072 0.6924 0.4006 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.088067 -1.139256 -0.857148 -0.593794 0.061415 -0.743376 -0.436734 0.760272 0.7204 0.7149 0.3844 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.814030 -1.581360 -0.972687 -0.620397 -0.651649 -0.534522 -0.558057 -0.515609 0.6952 0.6863 0.4101 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.934615 -1.662624 1.847146 1.812304 -0.336396 -0.605403 -0.369798 -0.797460 0.7066 0.6894 0.4121 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.934579 -1.828398 -0.660376 -0.898713 -0.383000 -0.020353 -0.812989 -0.853835 0.7093 0.6920 0.4046 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.270997 -0.883876 2.688669 2.724743 -0.995219 -0.321142 -0.069244 1.391218 0.7327 0.7093 0.3629 nan nan
2459864 digital_ok 100.00% 100.00% 100.00% 0.00% - - 507.662822 506.983081 inf inf 7051.916023 7045.372838 25759.061634 25726.329451 nan nan nan nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.464716 -1.613414 -0.612033 -0.256474 0.301580 1.408596 -0.649608 0.138838 0.6996 0.6751 0.4107 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.812043 -1.886821 -0.989423 0.005456 -1.270849 -1.477120 -0.641698 -0.708117 0.6837 0.7042 0.4271 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.484663 -1.350403 0.207478 0.564659 0.615284 1.186731 -0.538756 -0.451666 0.7091 0.6837 0.4281 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.587934 -1.525273 -0.794269 -0.642380 -0.663902 -0.900164 -0.443378 -0.823528 0.7203 0.6903 0.4162 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.420879 -1.347685 -0.355899 -0.060318 0.692527 0.861351 1.543966 -0.176274 0.7188 0.6919 0.4156 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.451966 -1.291348 -0.423979 -0.202286 1.014836 1.509522 0.171591 -0.330336 0.7313 0.7001 0.4223 1.971000 1.498663
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.883613 -1.075824 0.223758 0.007697 -0.911082 -1.585524 0.632943 0.215981 0.0278 0.0253 0.0014 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.924166 -1.587079 -0.731790 -0.480338 -0.152081 -0.897265 0.076599 -0.644615 0.7216 0.7157 0.4062 1.769076 1.429066
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 1.158494 -1.822897 -0.336361 -0.578965 0.218737 -0.495575 0.988204 -0.575457 0.6922 0.7257 0.4515 1.390527 1.273456
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 1.079303 -1.822320 0.154491 0.366541 -0.110092 -0.729556 -1.015665 -1.081709 0.7242 0.7504 0.4426 1.389558 1.248757
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.56% 1.292306 -1.038312 -0.730817 -0.969778 0.495001 -0.432432 -0.460524 -0.642398 0.7457 0.7027 0.4302 1.487513 1.325331
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.54% -0.472870 -0.886248 -0.676538 -0.801526 0.071885 -0.319670 -1.159373 -0.984789 0.8370 0.8458 0.2381 3.465041 2.827812
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 0.210714 -0.651046 -0.809109 -0.888924 -0.936822 -1.195386 -0.631275 -1.146959 0.7612 0.7480 0.3459 1.562618 1.397693
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 1.082566 -0.981742 0.626352 0.677081 -0.325620 -0.726206 -0.953269 -1.027499 0.7499 0.7699 0.3563 1.283325 1.235062
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.509746 -1.574818 -0.581329 -0.928269 0.271047 -0.450036 -0.600816 -1.098153 0.7469 0.7618 0.3626 1.383763 1.235197
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.821368 -1.279075 -0.430088 0.845774 0.340456 -0.683020 -0.679052 0.539852 0.7297 0.7580 0.3798 1.479552 1.322039
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% 0.998462 -1.531095 0.019160 0.621920 -0.443803 -0.800695 -0.514950 -0.276034 0.7311 0.6929 0.4363 1.556673 1.344843
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 0.00% 1.156435 -1.260589 2.671053 0.014710 0.255516 -0.613303 0.111174 -1.376803 0.7567 0.7548 0.3630 1.266744 1.209387
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.530073 2.003781 -1.088461 0.151649 -0.673000 -0.629454 0.443225 -0.088754 0.0278 0.0249 0.0015 nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.825646 -0.336014 0.239209 0.486308 0.002276 0.684844 -0.213786 0.166850 0.7717 0.7017 0.2537 2.280662 1.854025
2459841 digital_ok 100.00% 0.00% 0.00% 0.00% - - 38.320285 49.302056 54.071566 57.834521 298.369530 440.410178 43.464644 55.525208 0.7702 0.7358 0.3449 nan nan
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.625338 0.873293 -0.254161 -0.659085 -0.120124 -0.246974 0.575717 0.110407 0.0267 0.0234 0.0018 nan nan
2459839 digital_ok 100.00% - - - - - -1.120502 -0.633939 4.060855 4.873610 1.966719 3.218269 1.887527 0.850271 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 205.753089 203.379305 inf inf 12830.720094 12710.481758 8747.538478 8734.179313 nan nan nan 0.000000 0.000000
2459836 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6716 0.5800 0.3862 nan nan
2459835 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.954651 5.441765 10.189596 10.548553 36.054003 27.982187 -3.254283 -3.584673 0.7369 0.4870 0.5018 nan nan
2459833 digital_ok 100.00% 0.00% 0.00% 0.00% - - 17.436155 19.462085 30.658410 31.649909 338.034227 298.799471 37.391618 34.675425 0.7409 0.4639 0.5102 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 5.26% -1.173483 -1.762398 0.446441 0.374382 -0.286178 0.239944 -0.688183 -0.917983 0.7487 0.4632 0.5571 2.069691 1.573153
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - -1.044823 -0.548124 4.820562 5.489991 -0.549705 -1.070659 0.308574 -1.075887 0.0524 0.0362 0.0037 nan nan
2459830 digital_ok 0.00% 0.00% 2.69% 0.00% 2.63% 0.00% -0.988013 -1.526585 0.764561 0.607596 -0.715904 -0.690650 -0.580501 -1.076576 0.7452 0.4604 0.5441 2.007249 1.676822
2459829 digital_ok 0.00% 0.00% 0.54% 0.00% 0.65% 0.00% -0.613957 -1.734322 -0.447592 -0.472691 0.300806 -0.024275 -0.366816 -0.373377 0.6757 0.5857 0.4192 1.187391 0.958513
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.929201 -1.033672 -0.530706 -0.274608 0.544044 0.689011 -0.469086 -0.021463 0.7377 0.4745 0.5197 2.096769 1.785985
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.519008 -1.095707 -0.676989 -0.778969 -0.911896 0.068767 -0.668001 -0.898284 0.6885 0.6028 0.4102 1.899369 1.542517
2459826 digital_ok 0.00% 16.13% 16.13% 0.00% 15.79% 0.00% -0.543030 -1.050806 -0.899709 -0.928814 0.553598 1.090882 -0.000447 0.255527 0.6587 0.4422 0.4467 1.647825 1.248637
2459825 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.371200 -1.034126 -0.737542 -0.801895 1.622157 1.802918 0.696069 0.537947 0.0526 0.0593 0.0059 0.000000 0.000000
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.021683 -1.256220 0.527464 0.625220 -0.844271 -0.287046 -0.116678 -0.332362 0.0531 0.0658 0.0051 0.000000 0.000000
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.099722 -1.031437 -0.677003 -0.729735 -0.360239 0.003740 -0.679755 -0.087274 0.0508 0.0647 0.0062 0.000000 0.000000
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.122944 -0.666679 -0.829629 -0.800829 0.337930 0.298699 -0.398176 -0.862934 0.0552 0.0647 0.0070 0.000000 0.000000
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.055851 -1.323599 -0.821633 -1.021843 0.708146 0.659237 -0.594845 -0.622181 0.0533 0.0654 0.0059 1.204482 1.200551
2459820 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.122055 -1.213358 -0.762888 -0.671214 -0.356941 1.568867 -0.629384 -0.624243 0.0503 0.0633 0.0047 0.000000 0.000000
2459817 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.253203 -1.491753 -0.748488 -1.008833 0.173650 -0.093079 0.239405 0.199260 0.0627 0.0690 0.0071 15.995723 13.358412
2459816 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.492754 -0.993876 0.969907 0.928825 -0.526392 -0.914285 -0.906950 -0.598291 0.0560 0.0585 0.0059 0.000000 0.000000
2459815 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.249800 -1.088104 0.816056 0.940531 -0.415694 -0.611183 -1.202429 -0.682908 0.0646 0.0763 0.0082 1.462996 1.462802
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.964057 -1.034700 -0.656165 -1.050218 1.573951 0.572019 -0.591702 -0.225306 0.0856 0.0856 0.0126 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 129: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.525062 0.525062 -1.614433 -0.717426 -0.305915 -0.596575 -0.713379 -0.657542 -0.789769

Antenna 129: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Discontinuties 9.764636 1.002629 -0.948245 -0.639308 -0.859632 -0.362748 0.027709 0.640394 9.764636

Antenna 129: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.740252 0.740252 -1.914791 -0.642370 -0.485512 -0.897742 -0.363385 0.086081 0.234649

Antenna 129: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 129: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability -0.000263 -0.190965 -2.224897 -0.685060 -0.742953 -0.000263 -0.272611 -0.738982 -0.525348

Antenna 129: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Power 1.872415 -1.714229 0.208611 1.751466 1.872415 -0.356769 -0.450357 0.437675 -0.435230

Antenna 129: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.531206 -1.502616 0.531206 -0.340401 -0.681096 -0.794365 -1.027186 -0.675269 -0.428635

Antenna 129: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.652247 0.652247 -2.187229 -0.712441 -0.676829 0.235866 -0.224872 -0.680734 -0.662583

Antenna 129: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Discontinuties 0.760272 -0.088067 -1.139256 -0.857148 -0.593794 0.061415 -0.743376 -0.436734 0.760272

Antenna 129: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.814030 0.814030 -1.581360 -0.972687 -0.620397 -0.651649 -0.534522 -0.558057 -0.515609

Antenna 129: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Power 1.847146 0.934615 -1.662624 1.847146 1.812304 -0.336396 -0.605403 -0.369798 -0.797460

Antenna 129: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.934579 -1.828398 0.934579 -0.898713 -0.660376 -0.020353 -0.383000 -0.853835 -0.812989

Antenna 129: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power 2.724743 1.270997 -0.883876 2.688669 2.724743 -0.995219 -0.321142 -0.069244 1.391218

Antenna 129: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power inf 506.983081 507.662822 inf inf 7045.372838 7051.916023 25726.329451 25759.061634

Antenna 129: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 1.408596 0.464716 -1.613414 -0.612033 -0.256474 0.301580 1.408596 -0.649608 0.138838

Antenna 129: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.812043 0.812043 -1.886821 -0.989423 0.005456 -1.270849 -1.477120 -0.641698 -0.708117

Antenna 129: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 1.186731 -1.350403 0.484663 0.564659 0.207478 1.186731 0.615284 -0.451666 -0.538756

Antenna 129: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Discontinuties -0.443378 -0.587934 -1.525273 -0.794269 -0.642380 -0.663902 -0.900164 -0.443378 -0.823528

Antenna 129: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Discontinuties 1.543966 0.420879 -1.347685 -0.355899 -0.060318 0.692527 0.861351 1.543966 -0.176274

Antenna 129: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 1.509522 -1.291348 0.451966 -0.202286 -0.423979 1.509522 1.014836 -0.330336 0.171591

Antenna 129: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Discontinuties 0.632943 -1.075824 -0.883613 0.007697 0.223758 -1.585524 -0.911082 0.215981 0.632943

Antenna 129: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.924166 0.924166 -1.587079 -0.731790 -0.480338 -0.152081 -0.897265 0.076599 -0.644615

Antenna 129: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 1.158494 -1.822897 1.158494 -0.578965 -0.336361 -0.495575 0.218737 -0.575457 0.988204

Antenna 129: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 1.079303 -1.822320 1.079303 0.366541 0.154491 -0.729556 -0.110092 -1.081709 -1.015665

Antenna 129: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 1.292306 -1.038312 1.292306 -0.969778 -0.730817 -0.432432 0.495001 -0.642398 -0.460524

Antenna 129: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 0.071885 -0.472870 -0.886248 -0.676538 -0.801526 0.071885 -0.319670 -1.159373 -0.984789

Antenna 129: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.210714 0.210714 -0.651046 -0.809109 -0.888924 -0.936822 -1.195386 -0.631275 -1.146959

Antenna 129: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 1.082566 1.082566 -0.981742 0.626352 0.677081 -0.325620 -0.726206 -0.953269 -1.027499

Antenna 129: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.509746 0.509746 -1.574818 -0.581329 -0.928269 0.271047 -0.450036 -0.600816 -1.098153

Antenna 129: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power 0.845774 -1.279075 0.821368 0.845774 -0.430088 -0.683020 0.340456 0.539852 -0.679052

Antenna 129: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Shape 0.998462 -1.531095 0.998462 0.621920 0.019160 -0.800695 -0.443803 -0.276034 -0.514950

Antenna 129: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Power 2.671053 -1.260589 1.156435 0.014710 2.671053 -0.613303 0.255516 -1.376803 0.111174

Antenna 129: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Shape 2.003781 -0.530073 2.003781 -1.088461 0.151649 -0.673000 -0.629454 0.443225 -0.088754

Antenna 129: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 129: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 0.684844 -0.825646 -0.336014 0.239209 0.486308 0.002276 0.684844 -0.213786 0.166850

Antenna 129: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 440.410178 38.320285 49.302056 54.071566 57.834521 298.369530 440.410178 43.464644 55.525208

Antenna 129: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Shape 0.873293 0.625338 0.873293 -0.254161 -0.659085 -0.120124 -0.246974 0.575717 0.110407

Antenna 129: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power 4.873610 -0.633939 -1.120502 4.873610 4.060855 3.218269 1.966719 0.850271 1.887527

Antenna 129: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power inf 203.379305 205.753089 inf inf 12710.481758 12830.720094 8734.179313 8747.538478

Antenna 129: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 36.054003 5.441765 4.954651 10.548553 10.189596 27.982187 36.054003 -3.584673 -3.254283

Antenna 129: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 338.034227 19.462085 17.436155 31.649909 30.658410 298.799471 338.034227 34.675425 37.391618

Antenna 129: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Power 0.446441 -1.173483 -1.762398 0.446441 0.374382 -0.286178 0.239944 -0.688183 -0.917983

Antenna 129: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power 5.489991 -1.044823 -0.548124 4.820562 5.489991 -0.549705 -1.070659 0.308574 -1.075887

Antenna 129: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Power 0.764561 -0.988013 -1.526585 0.764561 0.607596 -0.715904 -0.690650 -0.580501 -1.076576

Antenna 129: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 0.300806 -1.734322 -0.613957 -0.472691 -0.447592 -0.024275 0.300806 -0.373377 -0.366816

Antenna 129: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 0.689011 -1.033672 -0.929201 -0.274608 -0.530706 0.689011 0.544044 -0.021463 -0.469086

Antenna 129: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 0.068767 -0.519008 -1.095707 -0.676989 -0.778969 -0.911896 0.068767 -0.668001 -0.898284

Antenna 129: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 1.090882 -1.050806 -0.543030 -0.928814 -0.899709 1.090882 0.553598 0.255527 -0.000447

Antenna 129: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 1.802918 -1.034126 -0.371200 -0.801895 -0.737542 1.802918 1.622157 0.537947 0.696069

Antenna 129: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power 0.625220 0.021683 -1.256220 0.527464 0.625220 -0.844271 -0.287046 -0.116678 -0.332362

Antenna 129: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 0.003740 -1.031437 -0.099722 -0.729735 -0.677003 0.003740 -0.360239 -0.087274 -0.679755

Antenna 129: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 0.337930 -0.122944 -0.666679 -0.829629 -0.800829 0.337930 0.298699 -0.398176 -0.862934

Antenna 129: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 0.708146 -1.323599 -1.055851 -1.021843 -0.821633 0.659237 0.708146 -0.622181 -0.594845

Antenna 129: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Temporal Variability 1.568867 0.122055 -1.213358 -0.762888 -0.671214 -0.356941 1.568867 -0.629384 -0.624243

Antenna 129: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Discontinuties 0.239405 -0.253203 -1.491753 -0.748488 -1.008833 0.173650 -0.093079 0.239405 0.199260

Antenna 129: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Power 0.969907 -0.993876 -0.492754 0.928825 0.969907 -0.914285 -0.526392 -0.598291 -0.906950

Antenna 129: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Power 0.940531 -1.088104 -0.249800 0.940531 0.816056 -0.611183 -0.415694 -0.682908 -1.202429

Antenna 129: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 129: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
129 N10 digital_ok ee Temporal Variability 1.573951 -1.034700 0.964057 -1.050218 -0.656165 0.572019 1.573951 -0.225306 -0.591702
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